Structured AI data pipelines score 10.9 points below free-form code — DataFlow-Harness closes the gap

Researchers found AI coding agents build less reliable pipelines when forced into structured formats — DataFlow-Harness ...
Pen Test Partners

If you’re going to vibe code it, why not vibe pen test it?

TL;DR Why I built PenAI PenAI started as a project at a hackathon organised by Encode Club. It’s an AI agent that could work through Hack The Box-style lab machines on its own. Upload a VPN file, give ...
SecurityLab

Análisis de Pentest-AI (ptai): automatiza el pentest y valida vulnerabilidades

Pentest-AI, o ptai, es una herramienta de código abierto para automatizar pruebas de penetración autorizadas. El programa combina un modelo de lenguaje, comprobaciones propias y utilidades externas, g ...